VOL. 7 · NO. 1 | March 2013
Ann. Appl. Stat. 7 (1), (March 2013) Open Access
No abstract available
Ann. Appl. Stat. 7 (1), (March 2013) Open Access
No abstract available
Micha Mandel, Manor Askenazi, Yi Zhang, Jarrod A. Marto
Ann. Appl. Stat. 7 (1), 1-24, (March 2013) DOI: 10.1214/12-AOAS572 Open Access
KEYWORDS: Heteroscedasticity, iTRAQ, mixture model, nuisance parameter, proteomics
José R. Zubizarreta, Dylan S. Small, Neera K. Goyal, Scott Lorch, Paul R. Rosenbaum
Ann. Appl. Stat. 7 (1), 25-50, (March 2013) DOI: 10.1214/12-AOAS582 Open Access
KEYWORDS: Attributable effect, equivalence test, fine balance, instrumental variable, integer programming, nonbipartite matching, observational study, optimal subset matching, sensitivity analysis
Robert B. Gramacy, Matt Taddy, Stefan M. Wild
Ann. Appl. Stat. 7 (1), 51-80, (March 2013) DOI: 10.1214/12-AOAS590 Open Access
KEYWORDS: sensitivity analysis, Variable selection, Bayesian methods, Bayesian regression trees, CART, exploratory data analysis, particle filtering, computer experiments
Francesco Finazzi
Ann. Appl. Stat. 7 (1), 81-101, (March 2013) DOI: 10.1214/12-AOAS588 Open Access
KEYWORDS: Geostatistics, spatial potential, spatial interaction, EM algorithm, Hessian estimation, geomarketing
Ying Yuan, Hongtu Zhu, Martin Styner, John H. Gilmore, J. S. Marron
Ann. Appl. Stat. 7 (1), 102-125, (March 2013) DOI: 10.1214/12-AOAS574 Open Access
KEYWORDS: Confidence band, Diffusion tensor imaging, global test statistic, varying coefficient model, log-Euclidean metric, symmetric positive matrix
Xiaojing Wang, James O. Berger, Donald S. Burdick
Ann. Appl. Stat. 7 (1), 126-153, (March 2013) DOI: 10.1214/12-AOAS608 Open Access
KEYWORDS: IRT models, local dependence, random effects, dynamic linear models, Gibbs sampling, forward filtering and backward sampling
Harrison Quick, Sudipto Banerjee, Bradley P. Carlin
Ann. Appl. Stat. 7 (1), 154-176, (March 2013) DOI: 10.1214/12-AOAS600 Open Access
KEYWORDS: Gaussian process, gradients, Markov chain Monte Carlo, spatial process models, spatially associated functional data
Arnošt Komárek, Lenka Komárková
Ann. Appl. Stat. 7 (1), 177-200, (March 2013) DOI: 10.1214/12-AOAS580 Open Access
KEYWORDS: ‎classification‎, functional data, Generalized linear mixed model, multivariate longitudinal data, repeated observations
Tao Yu, Chunming Zhang, Andrew L. Alexander, Richard J. Davidson
Ann. Appl. Stat. 7 (1), 201-225, (March 2013) DOI: 10.1214/12-AOAS573 Open Access
KEYWORDS: Brain tissue, diffusion tensor, eigenvalue, fiber tracts, local test, quantitative scalar
Andreas Alfons, Christophe Croux, Sarah Gelper
Ann. Appl. Stat. 7 (1), 226-248, (March 2013) DOI: 10.1214/12-AOAS575 Open Access
KEYWORDS: Breakdown point, Outliers, penalized regression, robust regression, Trimming
Jingyuan Yang, Shili Lin
Ann. Appl. Stat. 7 (1), 249-268, (March 2013) DOI: 10.1214/12-AOAS577 Open Access
KEYWORDS: genomic imprinting, maternal effect, case-parent/control-parent triads, case-mother/control-mother pairs, mating type probabilities
Ronglai Shen, Sijian Wang, Qianxing Mo
Ann. Appl. Stat. 7 (1), 269-294, (March 2013) DOI: 10.1214/12-AOAS578 Open Access
KEYWORDS: Sparse integrative clustering, latent variable approach, penalized regression
Winston Lin
Ann. Appl. Stat. 7 (1), 295-318, (March 2013) DOI: 10.1214/12-AOAS583 Open Access
KEYWORDS: Analysis of covariance, covariate adjustment, Randomization inference, sandwich estimator, robust standard errors, social experiments, program evaluation
Debbie J. Dupuis, Maria-Pia Victoria-Feser
Ann. Appl. Stat. 7 (1), 319-341, (March 2013) DOI: 10.1214/12-AOAS584 Open Access
KEYWORDS: Variable selection, Linear regression, multicollinearity, $M$-estimator, college data
Minge Xie, Regina Y. Liu, C. V. Damaraju, William H. Olson
Ann. Appl. Stat. 7 (1), 342-368, (March 2013) DOI: 10.1214/12-AOAS585 Open Access
KEYWORDS: Bayesian method, combining information, confidence distribution, expert opinion, requentist method, discrepant posterior, prior distribution
Matti Pirinen, Peter Donnelly, Chris C. A. Spencer
Ann. Appl. Stat. 7 (1), 369-390, (March 2013) DOI: 10.1214/12-AOAS586 Open Access
KEYWORDS: genetic association study, case-control study, linear mixed model
Shuang Li, Li Hsu, Jie Peng, Pei Wang
Ann. Appl. Stat. 7 (1), 391-417, (March 2013) DOI: 10.1214/12-AOAS589 Open Access
KEYWORDS: high dimensional data, GGM, model aggregation, mixture model, FDR
Jun Chen, Hongzhe Li
Ann. Appl. Stat. 7 (1), 418-442, (March 2013) DOI: 10.1214/12-AOAS592 Open Access
KEYWORDS: Coordinate descent, counts data, overdispersion, regularized likelihood, sparse group penalty
Kosuke Imai, Marc Ratkovic
Ann. Appl. Stat. 7 (1), 443-470, (March 2013) DOI: 10.1214/12-AOAS593 Open Access
KEYWORDS: Causal inference, Individualized treatment rules, Lasso, moderation, Variable selection
Armin Schwartzman, Andrew Jaffe, Yulia Gavrilov, Clifford A. Meyer
Ann. Appl. Stat. 7 (1), 471-494, (March 2013) DOI: 10.1214/12-AOAS594 Open Access
KEYWORDS: False discovery rate, kernel smoothing, matched filter, Poisson sequence, topological inference
Wei-Yin Loh, Wei Zheng
Ann. Appl. Stat. 7 (1), 495-522, (March 2013) DOI: 10.1214/12-AOAS596 Open Access
KEYWORDS: CART, decision tree, generalized estimating equation, linear mixed effects model, LOWESS, missing values, recursive partitioning, selection bias
Eric F. Lock, Katherine A. Hoadley, J. S. Marron, Andrew B. Nobel
Ann. Appl. Stat. 7 (1), 523-542, (March 2013) DOI: 10.1214/12-AOAS597 Open Access
KEYWORDS: data integration, multi-block data, Principal Component Analysis, data fusion
Jaeil Ahn, Bhramar Mukherjee, Stephen B. Gruber, Malay Ghosh
Ann. Appl. Stat. 7 (1), 543-569, (March 2013) DOI: 10.1214/12-AOAS599 Open Access
KEYWORDS: Biased sampling, colorectal cancer, Dirichlet prior, exposure enriched sampling, gene-environment independence, joint effects, multivariate categorical distribution, spike and slab prior
Robert T. Krafty, Martica Hall
Ann. Appl. Stat. 7 (1), 570-587, (March 2013) DOI: 10.1214/12-AOAS601 Open Access
KEYWORDS: canonical correlation analysis, cepstral analysis, heart rate variability, sleep, spectral analysis, time series
William Kleiber, Richard W. Katz, Balaji Rajagopalan
Ann. Appl. Stat. 7 (1), 588-612, (March 2013) DOI: 10.1214/12-AOAS602 Open Access
KEYWORDS: Complex terrain, Gaussian process, nonstationary, minimum temperature, maximum temperature, multivariate covariance, simulation, stochastic weather generator
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